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[FEATURE] Semantic Search should be able to support Exact search #516

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vamshin opened this issue Dec 7, 2023 · 1 comment
Open

[FEATURE] Semantic Search should be able to support Exact search #516

vamshin opened this issue Dec 7, 2023 · 1 comment
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enhancement Features Introduces a new unit of functionality that satisfies a requirement help wanted Extra attention is needed neural-search

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@vamshin
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vamshin commented Dec 7, 2023

Is your feature request related to a problem?

In the use cases of semantic search with filtering, its possible to operate on granular tenets. In these cases, Exact Search/Bruteforce would be more efficient to determine results with more accuracy(recall 1.0). Neural plugin should avoid building the graphs and just use plain vectors for Exact Search.

What solution would you like?

Support Exact Search in Neural clause and avoid creating graphs for these use cases.
@vamshin vamshin moved this from Backlog to Backlog (Hot) in Vector Search RoadMap Dec 7, 2023
@vamshin vamshin removed the untriaged label Dec 7, 2023
@navneet1v navneet1v added the Features Introduces a new unit of functionality that satisfies a requirement label Dec 13, 2023
@vamshin vamshin moved this from Backlog (Hot) to 2.17.0 in Vector Search RoadMap Jul 2, 2024
@navneet1v navneet1v added the help wanted Extra attention is needed label Jul 29, 2024
@naveentatikonda naveentatikonda moved this from 2.17.0 to Backlog (Hot) in Vector Search RoadMap Aug 20, 2024
@heemin32
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heemin32 commented Dec 26, 2024 •
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The switch between ANN and KNN is now occurring at the KNN field level. Marking this as resolved.

@github-project-automation github-project-automation bot moved this from Backlog (Hot) to ✅ Done in Vector Search RoadMap Dec 26, 2024
@minalsha minalsha assigned vibrantvarun and unassigned navneet1v Jan 9, 2025
@heemin32 heemin32 reopened this Jan 9, 2025
@heemin32 heemin32 removed the untriaged label Jan 9, 2025
@heemin32 heemin32 moved this to Backlog in Neural Search RoadMap Jan 10, 2025
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enhancement Features Introduces a new unit of functionality that satisfies a requirement help wanted Extra attention is needed neural-search
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@heemin32 @navneet1v @vibrantvarun @vamshin